Adolescent Profiles Amid Substantial Adverse Childhood Experiences: A Latent Profile Analysis on Personality, Cognitive, Behavioral, and Social Outcomes

Background: Adolescence is a critical period of rapid physical and psychological change, yet it is also when many health and well-being problems first emerge, often setting limits on lifelong opportunities and achievements as youth transition into adulthood. The ground-breaking adverse childhood experiences (ACEs) study has significantly shaped the development of programs and policies aimed at fostering adolescent health. Nonetheless, there has been limited exploration into the heterogeneity among individuals experiencing a high number of ACEs, such as four or more. This study employs Latent Profile Analysis (LPA) to examine the diverse outcome profiles of adolescents who have been exposed to a substantial number of ACEs. Method: The data were from participants who experienced at least four ACEs by age 9 in the Future of Families and Child Wellbeing Study (N = 1427; 54% male; 59% Black; 15.3% Hispanic; 2.4% other). We applied LPA using the manual three-step method within Mplus 8 to establish profiles based on six developmental indicators at age 15. These indicators included optimism, perseverance, academic performance, internalizing and externalizing behavioral competence, and social skills. The full information maximum likelihood method was used to handle missing data. Results: The study identified three distinct profile groups according to model fit indices and interpretability: Multidimensional Competence Group (61.0%), Low Personality and Social Competence Group (23.8%), and Low Behavioral Competence Group (15.2%). Racial and ethnic backgrounds were significant predictors of membership in these different profile groups. Conclusions: In a research landscape often focused on the cumulative harm of ACEs, our study underscores the heterogeneity of trauma profiles among adolescents with substantial ACE exposure. Given that adolescence is a critical stage when health and well-being challenges emerge, tailored early interventions are important to supporting a successful transition into adulthood. We advocate for the importance of comprehensive screening for social-cognitive and behavioral health difficulties in trauma-affected youth, enabling practitioners to implement timely prevention strategies and tailored interventions that foster resilience and long-term well-being.